Basic Statistics

Raw Counts

Name Value
Rows 10,841
Columns 13
Discrete columns 12
Continuous columns 1
All missing columns 0
Missing observations 1,474
Complete Rows 9,367
Total observations 140,933
Memory allocation 2.4 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 7 columns ignored with more than 50 categories.
## App: 9660 categories
## Reviews: 6002 categories
## Size: 462 categories
## Price: 93 categories
## Genres: 120 categories
## Last.Updated: 1378 categories
## Current.Ver: 2834 categories

QQ Plot

## Warning: Removed 127 rows containing non-finite values (stat_qq).
## Warning: Removed 127 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 9 features with more than 20 categories ignored!
## App: 8197 categories
## Category: 34 categories
## Reviews: 5993 categories
## Size: 415 categories
## Price: 74 categories
## Genres: 116 categories
## Last.Updated: 1301 categories
## Current.Ver: 2641 categories
## Android.Ver: 33 categories

Principal Component Analysis

## 7 features with more than 50 categories ignored!
## App: 8197 categories
## Reviews: 5993 categories
## Size: 415 categories
## Price: 74 categories
## Genres: 116 categories
## Last.Updated: 1301 categories
## Current.Ver: 2641 categories